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4 sMAP Overview An open source modular software designed fundamentally to ease the collection, storage and retrieval of time series data. Time series source: archival and real-time from sensors. Time series can be tagged with metadata

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6 sMAP components sMAP archiver – A high-performance data store – Connects to both relational and time series databases. (Postgres for metadata storage and Readingdb for time series storage) Applications – Make use of data: visualization, computing control optimal strategies, etc.

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7 Challenges with sMAP General – Documentation – Community support Relatable to this project – Couldn’t load Archival data whose time was out of the range [(time_now – 24 hours), time_now]

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14 Summary Development of software tools to facilitate the process of collecting data from NWSC, performing basic quality control, and analyzing as well as visualizing key parameters from data collected.

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15 Future Work Two possibilities: – Configuring sMAP properly and develop a high level custom application on top of sMAP archiver for NWSC staff to monitor the facility.

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16 Future Work Two possibilities: – Stick with CSV files and take advantage of Google Fusion Tables, an experimental yet powerful data visualization web application developed by Google. [2]